diff --git a/.github/workflows/linux-ov.yml b/.github/workflows/linux-ov.yml
index 00d01a7..e154789 100644
--- a/.github/workflows/linux-ov.yml
+++ b/.github/workflows/linux-ov.yml
@@ -17,7 +17,7 @@ jobs:
 
     steps:
     - name: Checkout repo
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         fetch-depth: 0
 
@@ -26,13 +26,13 @@ jobs:
 
     - name: Cache protobuf
       id: cache-protobuf
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsov/protobuf/install
         key: ${{ runner.os }}-vsov-protobuf-v1
 
     - name: Checkout protobuf
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       if: steps.cache-protobuf.outputs.cache-hit != 'true'
       with:
         repository: protocolbuffers/protobuf
@@ -59,14 +59,14 @@ jobs:
 
     - name: Cache onnx
       id: cache-onnx
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsov/onnx/install
         key: ${{ runner.os }}-vsov-onnx-v1
 
     - name: Checkout onnx
       if: steps.cache-onnx.outputs.cache-hit != 'true'
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         repository: onnx/onnx
         # follows onnx in https://github.com/openvinotoolkit/openvino/tree/2023.2.0/thirdparty/onnx
@@ -134,7 +134,7 @@ jobs:
       run: git describe --tags --long
 
     - name: Upload
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: VSOV-Linux-x64
         path: vsov/artifact
diff --git a/.github/workflows/windows-cuda-dependency.yml b/.github/workflows/windows-cuda-dependency.yml
index 6d880ec..78bfd72 100644
--- a/.github/workflows/windows-cuda-dependency.yml
+++ b/.github/workflows/windows-cuda-dependency.yml
@@ -109,7 +109,7 @@ jobs:
         7z a -t7z -mx=3 vsmlrt-cuda.7z vsmlrt-cuda
 
     - name: Upload
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: vsmlrt-cuda
         path: vsmlrt-cuda.7z
diff --git a/.github/workflows/windows-ncnn.yml b/.github/workflows/windows-ncnn.yml
index 74c93c9..31a425b 100644
--- a/.github/workflows/windows-ncnn.yml
+++ b/.github/workflows/windows-ncnn.yml
@@ -39,7 +39,7 @@ jobs:
 
     steps:
     - name: Checkout repo
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         fetch-depth: 0
 
@@ -48,13 +48,13 @@ jobs:
 
     - name: Cache protobuf
       id: cache-protobuf
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsncnn/protobuf/install
         key: ${{ runner.os }}-vsncnn-protobuf-v3.16.0
 
     - name: Checkout protobuf
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       if: steps.cache-protobuf.outputs.cache-hit != 'true'
       with:
         repository: protocolbuffers/protobuf
@@ -81,14 +81,14 @@ jobs:
 
     - name: Cache onnx
       id: cache-onnx
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsncnn/onnx/install
         key: ${{ runner.os }}-vsncnn-onnx-v1.12.0-protobuf-v3.16.0
 
     - name: Checkout onnx
       if: steps.cache-onnx.outputs.cache-hit != 'true'
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         repository: onnx/onnx
         ref: v1.12.0
@@ -161,7 +161,7 @@ jobs:
         copy install\bin\vsncnn.dll artifact\
 
     - name: Upload
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: VSNCNN-GPU-Windows-x64
         path: vsncnn/artifact
diff --git a/.github/workflows/windows-ort.yml b/.github/workflows/windows-ort.yml
index c36c3f5..85029fe 100644
--- a/.github/workflows/windows-ort.yml
+++ b/.github/workflows/windows-ort.yml
@@ -29,7 +29,7 @@ jobs:
 
     steps:
     - name: Checkout repo
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         fetch-depth: 0
 
@@ -41,13 +41,13 @@ jobs:
 
     - name: Cache protobuf
       id: cache-protobuf
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsort/protobuf/install
         key: ${{ runner.os }}-vsort-protobuf-v4
 
     - name: Checkout protobuf
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       if: steps.cache-protobuf.outputs.cache-hit != 'true'
       with:
         repository: protocolbuffers/protobuf
@@ -73,14 +73,14 @@ jobs:
 
     - name: Cache onnx
       id: cache-onnx
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsort/onnx/install
         key: ${{ runner.os }}-vsort-onnx-v4
 
     - name: Checkout onnx
       if: steps.cache-onnx.outputs.cache-hit != 'true'
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         repository: onnx/onnx
         # follows onnx in https://github.com/AmusementClub/onnxruntime/tree/master/cmake/external
@@ -121,7 +121,7 @@ jobs:
 
     - name: Cache CUDA
       id: cache-cuda
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA
         key: ${{ runner.os }}-cuda-12.1.1
@@ -166,7 +166,7 @@ jobs:
         copy dml\bin\x64-win\DirectML.dll artifact\vsort\
 
     - name: Upload
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: VSORT-Windows-x64
         path: vsort/artifact
diff --git a/.github/workflows/windows-ov.yml b/.github/workflows/windows-ov.yml
index 3dfae3d..af40490 100644
--- a/.github/workflows/windows-ov.yml
+++ b/.github/workflows/windows-ov.yml
@@ -39,7 +39,7 @@ jobs:
 
     steps:
     - name: Checkout repo
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         fetch-depth: 0
 
@@ -51,13 +51,13 @@ jobs:
 
     - name: Cache protobuf
       id: cache-protobuf
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsov/protobuf/install
         key: ${{ runner.os }}-vsov-protobuf-v1
 
     - name: Checkout protobuf
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       if: steps.cache-protobuf.outputs.cache-hit != 'true'
       with:
         repository: protocolbuffers/protobuf
@@ -83,14 +83,14 @@ jobs:
 
     - name: Cache onnx
       id: cache-onnx
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: vsov/onnx/install
         key: ${{ runner.os }}-vsov-onnx-v2
 
     - name: Checkout onnx
       if: steps.cache-onnx.outputs.cache-hit != 'true'
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         repository: onnx/onnx
         # follows onnx in https://github.com/AmusementClub/openvino/tree/master/thirdparty/onnx
@@ -161,7 +161,7 @@ jobs:
         xcopy openvino\runtime\bin\intel64\Release\* artifact\vsov\ /s
 
     - name: Upload
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: VSOV-Windows-x64
         path: vsov/artifact
diff --git a/.github/workflows/windows-release.yml b/.github/workflows/windows-release.yml
index a36bbb9..801d604 100644
--- a/.github/workflows/windows-release.yml
+++ b/.github/workflows/windows-release.yml
@@ -66,7 +66,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - name: Checkout repo
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
 
     - name: Compress scirpts.7z
       run: |
@@ -74,7 +74,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../scripts.${{ github.event.inputs.tag }}.7z .
 
     - name: Upload scripts release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: Scripts
         path: scripts
@@ -116,7 +116,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../models.7z .
 
     - name: Upload model release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: Models
         path: release
@@ -147,7 +147,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../ext-models.7z .
 
     - name: Upload external model release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: External-Models
         path: release
@@ -178,7 +178,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../contrib-models.7z .
 
     - name: Upload contrib model release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: Contrib-Models
         path: release
@@ -212,43 +212,43 @@ jobs:
 
     steps:
     - name: Download artifact for scripts
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: Scripts
         path: scripts-release
 
     - name: Download artifact for models
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: Models
         path: models-release
 
     - name: Download artifact for vsov
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: VSOV-Windows-x64
         path: vsov-release
 
     - name: Download artifact for vsort
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: VSORT-Windows-x64
         path: vsort-release
 
     - name: Download artifact for vstrt
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: VSTRT-Windows-x64
         path: vstrt-release
 
     - name: Download artifact for vsncnn
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: VSNCNN-GPU-Windows-x64
         path: vsncnn-release
 
     - name: Download artifact for cuda dependencies
-      uses: actions/download-artifact@v3
+      uses: actions/download-artifact@v4
       with:
         name: vsmlrt-cuda
         path: cuda-release
@@ -267,7 +267,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../vsmlrt-windows-x64-cpu.7z .
 
     - name: Upload CPU-only release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       if: false
       with:
         name: vsmlrt-cpu-release
@@ -301,7 +301,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../vsmlrt-windows-x64-generic-gpu.7z .
 
     - name: Upload generic GPU release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       if: false
       with:
         name: vsmlrt-generic-gpu-release
@@ -342,7 +342,7 @@ jobs:
         7za a -t7z -bb3 -mx=9 ../vsmlrt-windows-x64-cuda.7z .
 
     - name: Upload CUDA release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       if: false
       with:
         name: vsmlrt-cuda-release
@@ -364,7 +364,7 @@ jobs:
     # Update nightly tag.
     - name: Checkout repo
       if: github.event.inputs.tag == 'nightly'
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         fetch-depth: 0
     - name: Overwrite tag